斯坦福HAI：2023人工智能指数报告（英文版）（386页）.pdf

1、Artificial IntelligenceIndex Report 2023Artificial IntelligenceIndex Report 2023Introduction to the AI Index Report 2023Welcome to the sixth edition of the AI Index Report!This year,the report introduces more original data than any previous edition,including a new chapter on AI public opinion,a more

2、 thorough technical performance chapter,original analysis about large language and multimodal models,detailed trends in global AI legislation records,a study of the environmental impact of AI systems,and more.The AI Index Report tracks,collates,distills,and visualizes data related to artificial inte

3、lligence.Our mission is to provide unbiased,rigorously vetted,broadly sourced data in order for policymakers,researchers,executives,journalists,and the general public to develop a more thorough and nuanced understanding of the complex field of AI.The report aims to be the worlds most credible and au

4、thoritative source for data and insights about AI.From the Co-DirectorsAI has moved into its era of deployment;throughout 2022 and the beginning of 2023,new large-scale AI models have been released every month.These models,such as ChatGPT,Stable Diffusion,Whisper,and DALL-E 2,are capable of an incre

5、asingly broad range of tasks,from text manipulation and analysis,to image generation,to unprecedentedly good speech recognition.These systems demonstrate capabilities in question answering and the generation of text,image,and code unimagined a decade ago,and they outperform the state of the art on m

6、any benchmarks,old and new.However,they are prone to hallucination,routinely biased,and can be tricked into serving nefarious aims,highlighting the complicated ethical challenges associated with their deployment.Although 2022 was the first year in a decade where private AI investment decreased,AI is